In the initial GWAS of the AFFECT mood disorders, we identified several genome-wide significant loci; the strongest association was between MD and SNPs within NEGR1, a gene encoding a synaptic adhesion protein that has been robustly associated with depression in prior studies [16, 59]. This evidence concerns the gene NEGR1 and major depressive disorder.